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X-means: Extending K-means with Efficient Estimation of the Number of Clusters

X-means: Extending K-means with Efficient Estimation of the Number of Clusters. Dan Phelleg, Andrew Moore Carnegie Mellon University Published: ICML 2000 Presentation by: Payam Refaeilzadeh. Problems with K-means. Need to know K Searching for K is expensive

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X-means: Extending K-means with Efficient Estimation of the Number of Clusters